In computing, an application programming interface (API) is an interface that defines interactions between multiple software applications or mixed hardware-software intermediaries.

| Message | Description |
|---|---|
| 200 OK | The request is OK (this is the standard response for successful HTTP requests) |
| 201 Created | Created The request has been fulfilled, and a new resource is created |
| 400 Bad Request | The request cannot be fulfilled due to bad syntax |
| 401 Unauthorized | The request was a legal request, but the server is refusing to respond to it. For use when authentication is possible but has failed or not yet been provided |
| 403 Forbidden | The request was a legal request, but the server is refusing to respond to it |
| 404 Not Found | The requested page could not be found but may be available again in the future |



{
"requests":[
{
"image":{
"source":{
"imageUri":
"gs://bucket_name/path_to_image_object"
}
},
"features":[
{
"type":"LABEL_DETECTION",
"maxResults":5
}
]
}
]
}

{
"responses": [
{
"labelAnnotations": [
{
"mid": "/m/0bt9lr",
"description": "dog",
"score": 0.97346616
},
{
"mid": "/m/09686",
"description": "vertebrate",
"score": 0.85700572
},
{
"mid": "/m/01pm38",
"description": "clumber spaniel",
"score": 0.84881884
},
{
"mid": "/m/04rky",
"description": "mammal",
"score": 0.847575
},
{
"mid": "/m/02wbgd",
"description": "english cocker spaniel",
"score": 0.75829375
}
]
}
]
}
import io
import os
# Imports the Google Cloud client library
from google.cloud import vision
# Instantiates a client
client = vision.ImageAnnotatorClient()
# The name of the image file to annotate
file_name = os.path.abspath('resources/dog_dog.jpg')
# Loads the image into memory
with io.open(file_name, 'rb') as image_file:
content = image_file.read()
image = vision.Image(content=content)
# Performs label detection on the image file
response = client.label_detection(image=image)
labels = response.label_annotations
print('Labels:')
for label in labels:
print(label.description)
>>> r = requests.get('https://api.github.com/user', auth=('user', 'pass'))
>>> r.status_code
200
>>> r.headers['content-type']
'application/json; charset=utf8'
>>> r.encoding
'utf-8'
>>> r.text
'{"type":"User"...'
>>> r.json()
{'private_gists': 419, 'total_private_repos': 77, ...}
# username @ computername in ~/some_dir [20:57:34]
$ curl https://api.pro.coinbase.com/products/DOGE-USD/stats/
{"open":"0.3759","high":"0.3778","low":"0.3148","volume":"244363635.6","last":"0.3256","volume_30day":"1382052813.4"}
base_url = 'https://api.pro.coinbase.com/'
get_request = 'products/'
request_url = base_url + get_request
response = requests.get(request_url)
print(request_url)
print(response)
https://api.pro.coinbase.com/products/ <Response [200]>
json.loads(response.content)
[{'id': 'ZRX-USD',
'base_currency': 'ZRX',
'quote_currency': 'USD',
'base_min_size': '1',
'base_max_size': '600000',
'quote_increment': '0.000001',
'base_increment': '0.00001',
'display_name': 'ZRX/USD',
'min_market_funds': '10',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ANKR-GBP',
'base_currency': 'ANKR',
'quote_currency': 'GBP',
'base_min_size': '10',
'base_max_size': '4000000',
'quote_increment': '0.00001',
'base_increment': '1',
'display_name': 'ANKR/GBP',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ETH-EUR',
'base_currency': 'ETH',
'quote_currency': 'EUR',
'base_min_size': '0.001',
'base_max_size': '1600',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'ETH/EUR',
'min_market_funds': '10',
'max_market_funds': '400000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'EOS-USD',
'base_currency': 'EOS',
'quote_currency': 'USD',
'base_min_size': '0.1',
'base_max_size': '50000',
'quote_increment': '0.001',
'base_increment': '0.1',
'display_name': 'EOS/USD',
'min_market_funds': '10',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BTC-EUR',
'base_currency': 'BTC',
'quote_currency': 'EUR',
'base_min_size': '0.0001',
'base_max_size': '200',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'BTC/EUR',
'min_market_funds': '10',
'max_market_funds': '600000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ICP-USDT',
'base_currency': 'ICP',
'quote_currency': 'USDT',
'base_min_size': '0.001',
'base_max_size': '1300',
'quote_increment': '0.001',
'base_increment': '0.0001',
'display_name': 'ICP/USDT',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'DNT-USDC',
'base_currency': 'DNT',
'quote_currency': 'USDC',
'base_min_size': '1',
'base_max_size': '10000000',
'quote_increment': '0.000001',
'base_increment': '1',
'display_name': 'DNT/USDC',
'min_market_funds': '0.1',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ATOM-BTC',
'base_currency': 'ATOM',
'quote_currency': 'BTC',
'base_min_size': '0.1',
'base_max_size': '25000',
'quote_increment': '0.000001',
'base_increment': '0.1',
'display_name': 'ATOM/BTC',
'min_market_funds': '0.001',
'max_market_funds': '30',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'FIL-BTC',
'base_currency': 'FIL',
'quote_currency': 'BTC',
'base_min_size': '0.01',
'base_max_size': '3400',
'quote_increment': '0.00000001',
'base_increment': '0.001',
'display_name': 'FIL/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '6',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MKR-BTC',
'base_currency': 'MKR',
'quote_currency': 'BTC',
'base_min_size': '0.001',
'base_max_size': '240',
'quote_increment': '0.00001',
'base_increment': '0.000001',
'display_name': 'MKR/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '11',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ETH-BTC',
'base_currency': 'ETH',
'quote_currency': 'BTC',
'base_min_size': '0.001',
'base_max_size': '2400',
'quote_increment': '0.00001',
'base_increment': '0.00000001',
'display_name': 'ETH/BTC',
'min_market_funds': '0.001',
'max_market_funds': '80',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'SNX-USD',
'base_currency': 'SNX',
'quote_currency': 'USD',
'base_min_size': '0.1',
'base_max_size': '19000',
'quote_increment': '0.0001',
'base_increment': '0.001',
'display_name': 'SNX/USD',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BCH-BTC',
'base_currency': 'BCH',
'quote_currency': 'BTC',
'base_min_size': '0.01',
'base_max_size': '400',
'quote_increment': '0.00001',
'base_increment': '0.00000001',
'display_name': 'BCH/BTC',
'min_market_funds': '0.001',
'max_market_funds': '60',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'SKL-GBP',
'base_currency': 'SKL',
'quote_currency': 'GBP',
'base_min_size': '5',
'base_max_size': '1000000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'SKL/GBP',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'REN-BTC',
'base_currency': 'REN',
'quote_currency': 'BTC',
'base_min_size': '1',
'base_max_size': '460000',
'quote_increment': '0.00000001',
'base_increment': '1',
'display_name': 'REN/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '10',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LINK-GBP',
'base_currency': 'LINK',
'quote_currency': 'GBP',
'base_min_size': '0.1',
'base_max_size': '90000',
'quote_increment': '0.00001',
'base_increment': '0.01',
'display_name': 'LINK/GBP',
'min_market_funds': '10',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'FORTH-BTC',
'base_currency': 'FORTH',
'quote_currency': 'BTC',
'base_min_size': '0.01',
'base_max_size': '7200',
'quote_increment': '0.0000001',
'base_increment': '0.001',
'display_name': 'FORTH/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LTC-GBP',
'base_currency': 'LTC',
'quote_currency': 'GBP',
'base_min_size': '0.01',
'base_max_size': '1000',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'LTC/GBP',
'min_market_funds': '10',
'max_market_funds': '250000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'NMR-USD',
'base_currency': 'NMR',
'quote_currency': 'USD',
'base_min_size': '0.01',
'base_max_size': '3900',
'quote_increment': '0.0001',
'base_increment': '0.001',
'display_name': 'NMR/USD',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'RLC-USD',
'base_currency': 'RLC',
'quote_currency': 'USD',
'base_min_size': '0.1',
'base_max_size': '93000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': 'RLC/USD',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ETH-DAI',
'base_currency': 'ETH',
'quote_currency': 'DAI',
'base_min_size': '0.001',
'base_max_size': '700',
'quote_increment': '0.01',
'base_increment': '0.0001',
'display_name': 'ETH/DAI',
'min_market_funds': '10',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'DOGE-USDT',
'base_currency': 'DOGE',
'quote_currency': 'USDT',
'base_min_size': '1',
'base_max_size': '690000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'DOGE/USDT',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'CTSI-BTC',
'base_currency': 'CTSI',
'quote_currency': 'BTC',
'base_min_size': '1',
'base_max_size': '360000',
'quote_increment': '0.0000001',
'base_increment': '0.1',
'display_name': 'CTSI/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2.0',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'XLM-USD',
'base_currency': 'XLM',
'quote_currency': 'USD',
'base_min_size': '1',
'base_max_size': '600000',
'quote_increment': '0.000001',
'base_increment': '1',
'display_name': 'XLM/USD',
'min_market_funds': '0.1',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BAT-BTC',
'base_currency': 'BAT',
'quote_currency': 'BTC',
'base_min_size': '0.1',
'base_max_size': '170000',
'quote_increment': '0.0000001',
'base_increment': '0.01',
'display_name': 'BAT/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2.0',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ADA-ETH',
'base_currency': 'ADA',
'quote_currency': 'ETH',
'base_min_size': '0.1',
'base_max_size': '170000',
'quote_increment': '0.000001',
'base_increment': '0.01',
'display_name': 'ADA/ETH',
'min_market_funds': '0.002',
'max_market_funds': '100',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'FORTH-USD',
'base_currency': 'FORTH',
'quote_currency': 'USD',
'base_min_size': '0.01',
'base_max_size': '7200',
'quote_increment': '0.001',
'base_increment': '0.001',
'display_name': 'FORTH/USD',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MIR-EUR',
'base_currency': 'MIR',
'quote_currency': 'EUR',
'base_min_size': '0.1',
'base_max_size': '27000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': 'MIR/EUR',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'CTSI-USD',
'base_currency': 'CTSI',
'quote_currency': 'USD',
'base_min_size': '1',
'base_max_size': '360000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'CTSI/USD',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ZEC-USDC',
'base_currency': 'ZEC',
'quote_currency': 'USDC',
'base_min_size': '0.01',
'base_max_size': '5000',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'ZEC/USDC',
'min_market_funds': '10',
'max_market_funds': '250000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'NKN-USD',
'base_currency': 'NKN',
'quote_currency': 'USD',
'base_min_size': '1',
'base_max_size': '1400000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'NKN/USD',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MANA-ETH',
'base_currency': 'MANA',
'quote_currency': 'ETH',
'base_min_size': '0.1',
'base_max_size': '220000',
'quote_increment': '0.000001',
'base_increment': '0.01',
'display_name': 'MANA/ETH',
'min_market_funds': '0.002',
'max_market_funds': '100',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': '1INCH-BTC',
'base_currency': '1INCH',
'quote_currency': 'BTC',
'base_min_size': '0.1',
'base_max_size': '59000',
'quote_increment': '0.0000001',
'base_increment': '0.01',
'display_name': '1INCH/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'OGN-USD',
'base_currency': 'OGN',
'quote_currency': 'USD',
'base_min_size': '0.1',
'base_max_size': '130000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': 'OGN/USD',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'GRT-GBP',
'base_currency': 'GRT',
'quote_currency': 'GBP',
'base_min_size': '10',
'base_max_size': '2500000',
'quote_increment': '0.0001',
'base_increment': '0.01',
'display_name': 'GRT/GBP',
'min_market_funds': '10.0',
'max_market_funds': '82000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'FORTH-GBP',
'base_currency': 'FORTH',
'quote_currency': 'GBP',
'base_min_size': '0.01',
'base_max_size': '7200',
'quote_increment': '0.001',
'base_increment': '0.001',
'display_name': 'FORTH/GBP',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'OMG-USD',
'base_currency': 'OMG',
'quote_currency': 'USD',
'base_min_size': '1',
'base_max_size': '500000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'OMG/USD',
'min_market_funds': '1',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'GRT-USD',
'base_currency': 'GRT',
'quote_currency': 'USD',
'base_min_size': '10',
'base_max_size': '2500000',
'quote_increment': '0.0001',
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'display_name': 'GRT/USD',
'min_market_funds': '10.0',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'COMP-USD',
'base_currency': 'COMP',
'quote_currency': 'USD',
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'base_max_size': '1700',
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'base_increment': '0.001',
'display_name': 'COMP/USD',
'min_market_funds': '1.0',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'SKL-USD',
'base_currency': 'SKL',
'quote_currency': 'USD',
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'base_max_size': '1000000',
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'base_increment': '0.1',
'display_name': 'SKL/USD',
'min_market_funds': '5.0',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'XTZ-USD',
'base_currency': 'XTZ',
'quote_currency': 'USD',
'base_min_size': '1',
'base_max_size': '100000',
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'base_increment': '0.01',
'display_name': 'XTZ/USD',
'min_market_funds': '10',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'NU-GBP',
'base_currency': 'NU',
'quote_currency': 'GBP',
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'base_max_size': '1300000',
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'base_increment': '0.000001',
'display_name': 'NU/GBP',
'min_market_funds': '1.0',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'USDC-EUR',
'base_currency': 'USDC',
'quote_currency': 'EUR',
'base_min_size': '1',
'base_max_size': '250000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': 'USDC/EUR',
'min_market_funds': '5.0',
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'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'CGLD-BTC',
'base_currency': 'CGLD',
'quote_currency': 'BTC',
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'base_max_size': '34000',
'quote_increment': '0.00000001',
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'display_name': 'CGLD/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LTC-USD',
'base_currency': 'LTC',
'quote_currency': 'USD',
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'base_max_size': '4000',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'LTC/USD',
'min_market_funds': '10',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LRC-BTC',
'base_currency': 'LRC',
'quote_currency': 'BTC',
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'base_max_size': '440000',
'quote_increment': '0.00000001',
'base_increment': '1',
'display_name': 'LRC/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'STORJ-BTC',
'base_currency': 'STORJ',
'quote_currency': 'BTC',
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'base_max_size': '280000',
'quote_increment': '0.00000001',
'base_increment': '0.01',
'display_name': 'STORJ/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': '1INCH-EUR',
'base_currency': '1INCH',
'quote_currency': 'EUR',
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'base_max_size': '59000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': '1INCH/EUR',
'min_market_funds': '5',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ICP-EUR',
'base_currency': 'ICP',
'quote_currency': 'EUR',
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'base_max_size': '1300',
'quote_increment': '0.001',
'base_increment': '0.0001',
'display_name': 'ICP/EUR',
'min_market_funds': '5',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ANKR-EUR',
'base_currency': 'ANKR',
'quote_currency': 'EUR',
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'base_max_size': '4000000',
'quote_increment': '0.00001',
'base_increment': '1',
'display_name': 'ANKR/EUR',
'min_market_funds': '5',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'RLC-BTC',
'base_currency': 'RLC',
'quote_currency': 'BTC',
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'base_max_size': '93000',
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'base_increment': '0.01',
'display_name': 'RLC/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ETC-BTC',
'base_currency': 'ETC',
'quote_currency': 'BTC',
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'base_max_size': '5000',
'quote_increment': '0.000001',
'base_increment': '0.00000001',
'display_name': 'ETC/BTC',
'min_market_funds': '0.001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': 'Our ETC order books are now in full-trading mode. Limit, market and stop orders are all now available.'},
{'id': 'ETC-USD',
'base_currency': 'ETC',
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'base_max_size': '20000',
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'base_increment': '0.00000001',
'display_name': 'ETC/USD',
'min_market_funds': '10',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': 'Our ETC order books are now in full-trading mode. Limit, market and stop orders are all now available.'},
{'id': 'SKL-BTC',
'base_currency': 'SKL',
'quote_currency': 'BTC',
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'base_max_size': '1000000',
'quote_increment': '0.00000001',
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'display_name': 'SKL/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2.0',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ENJ-USD',
'base_currency': 'ENJ',
'quote_currency': 'USD',
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'base_max_size': '97000',
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'display_name': 'ENJ/USD',
'min_market_funds': '5',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'DASH-BTC',
'base_currency': 'DASH',
'quote_currency': 'BTC',
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'base_max_size': '1500',
'quote_increment': '0.00000001',
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'display_name': 'DASH/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LTC-BTC',
'base_currency': 'LTC',
'quote_currency': 'BTC',
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'base_max_size': '8000',
'quote_increment': '0.000001',
'base_increment': '0.00000001',
'display_name': 'LTC/BTC',
'min_market_funds': '0.001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'COMP-BTC',
'base_currency': 'COMP',
'quote_currency': 'BTC',
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'base_max_size': '1700',
'quote_increment': '0.000001',
'base_increment': '0.001',
'display_name': 'COMP/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BTC-GBP',
'base_currency': 'BTC',
'quote_currency': 'GBP',
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'base_max_size': '80',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'BTC/GBP',
'min_market_funds': '10',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'WBTC-USD',
'base_currency': 'WBTC',
'quote_currency': 'USD',
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'base_max_size': '10',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'WBTC/USD',
'min_market_funds': '1.0',
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'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MANA-USDC',
'base_currency': 'MANA',
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'base_increment': '1',
'display_name': 'MANA/USDC',
'min_market_funds': '0.1',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MANA-USD',
'base_currency': 'MANA',
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'base_max_size': '220000',
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'display_name': 'MANA/USD',
'min_market_funds': '5.0',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MANA-BTC',
'base_currency': 'MANA',
'quote_currency': 'BTC',
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'base_max_size': '220000',
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'display_name': 'MANA/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'NU-BTC',
'base_currency': 'NU',
'quote_currency': 'BTC',
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'base_max_size': '1300000',
'quote_increment': '0.00000001',
'base_increment': '1',
'display_name': 'NU/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ALGO-BTC',
'base_currency': 'ALGO',
'quote_currency': 'BTC',
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'base_max_size': '260000',
'quote_increment': '0.00000001',
'base_increment': '1',
'display_name': 'ALGO/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '6.0',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'SUSHI-ETH',
'base_currency': 'SUSHI',
'quote_currency': 'ETH',
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'base_max_size': '12500',
'quote_increment': '0.000001',
'base_increment': '0.01',
'display_name': 'SUSHI/ETH',
'min_market_funds': '0.002',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'GNT-USDC',
'base_currency': 'GNT',
'quote_currency': 'USDC',
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'base_max_size': '1500000',
'quote_increment': '0.000001',
'base_increment': '1',
'display_name': 'GNT/USDC',
'min_market_funds': '0.01',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ETC-EUR',
'base_currency': 'ETC',
'quote_currency': 'EUR',
'base_min_size': '0.1',
'base_max_size': '20000',
'quote_increment': '0.001',
'base_increment': '0.00000001',
'display_name': 'ETC/EUR',
'min_market_funds': '10',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': 'Our ETC order books are now in full-trading mode. Limit, market and stop orders are all now available.'},
{'id': 'BAND-BTC',
'base_currency': 'BAND',
'quote_currency': 'BTC',
'base_min_size': '0.1',
'base_max_size': '18000',
'quote_increment': '0.00000001',
'base_increment': '0.01',
'display_name': 'BAND/BTC',
'min_market_funds': '0.0001',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LINK-EUR',
'base_currency': 'LINK',
'quote_currency': 'EUR',
'base_min_size': '0.1',
'base_max_size': '90000',
'quote_increment': '0.00001',
'base_increment': '0.01',
'display_name': 'LINK/EUR',
'min_market_funds': '10',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'NMR-EUR',
'base_currency': 'NMR',
'quote_currency': 'EUR',
'base_min_size': '0.01',
'base_max_size': '3900',
'quote_increment': '0.0001',
'base_increment': '0.001',
'display_name': 'NMR/EUR',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'DOGE-GBP',
'base_currency': 'DOGE',
'quote_currency': 'GBP',
'base_min_size': '1',
'base_max_size': '690000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'DOGE/GBP',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MIR-GBP',
'base_currency': 'MIR',
'quote_currency': 'GBP',
'base_min_size': '0.1',
'base_max_size': '27000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': 'MIR/GBP',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BAND-GBP',
'base_currency': 'BAND',
'quote_currency': 'GBP',
'base_min_size': '0.1',
'base_max_size': '18000',
'quote_increment': '0.0001',
'base_increment': '0.01',
'display_name': 'BAND/GBP',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BCH-EUR',
'base_currency': 'BCH',
'quote_currency': 'EUR',
'base_min_size': '0.01',
'base_max_size': '100',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'BCH/EUR',
'min_market_funds': '10',
'max_market_funds': '300000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'FIL-EUR',
'base_currency': 'FIL',
'quote_currency': 'EUR',
'base_min_size': '0.01',
'base_max_size': '3400',
'quote_increment': '0.0001',
'base_increment': '0.001',
'display_name': 'FIL/EUR',
'min_market_funds': '1.0',
'max_market_funds': '84000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ETH-USDT',
'base_currency': 'ETH',
'quote_currency': 'USDT',
'base_min_size': '0.001',
'base_max_size': '2800',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'ETH/USDT',
'min_market_funds': '5',
'max_market_funds': '1000000',
'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MATIC-GBP',
'base_currency': 'MATIC',
'quote_currency': 'GBP',
'base_min_size': '5',
'base_max_size': '1000000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'MATIC/GBP',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'CGLD-USD',
'base_currency': 'CGLD',
'quote_currency': 'USD',
'base_min_size': '0.1',
'base_max_size': '34000',
'quote_increment': '0.0001',
'base_increment': '0.01',
'display_name': 'CGLD/USD',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BNT-EUR',
'base_currency': 'BNT',
'quote_currency': 'EUR',
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'base_max_size': '95000',
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{'id': 'BAND-EUR',
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{'id': 'AAVE-BTC',
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{'id': 'USDT-USDC',
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{'id': 'OMG-GBP',
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{'id': 'MATIC-USD',
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{'id': 'OGN-BTC',
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{'id': 'ADA-USD',
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{'id': 'ICP-GBP',
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{'id': 'UNI-BTC',
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'status': 'online',
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{'id': 'ZEC-BTC',
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{'id': 'SUSHI-GBP',
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{'id': 'BCH-GBP',
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{'id': 'DOGE-USD',
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{'id': 'ETH-GBP',
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{'id': 'UMA-EUR',
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{'id': 'MIR-USD',
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{'id': 'BAND-USD',
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{'id': 'GRT-BTC',
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{'id': 'SUSHI-EUR',
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{'id': 'ADA-USDC',
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{'id': 'USDT-USD',
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{'id': 'BAL-USD',
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{'id': 'XTZ-BTC',
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{'id': 'NMR-BTC',
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{'id': 'LTC-EUR',
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{'id': '1INCH-USD',
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{'id': 'ZRX-EUR',
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'trading_disabled': False,
'status': 'online',
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{'id': 'MATIC-EUR',
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'trading_disabled': False,
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{'id': 'CRV-BTC',
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{'id': 'CRV-GBP',
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{'id': 'AAVE-USD',
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'trading_disabled': False,
'status': 'online',
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{'id': 'KNC-USD',
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'trading_disabled': False,
'status': 'online',
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{'id': 'SNX-BTC',
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'display_name': 'SNX/BTC',
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'trading_disabled': False,
'status': 'online',
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{'id': 'OMG-BTC',
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'display_name': 'OMG/BTC',
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'margin_enabled': False,
'post_only': False,
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'cancel_only': False,
'trading_disabled': False,
'status': 'online',
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{'id': 'OXT-USD',
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'display_name': 'OXT/USD',
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'margin_enabled': False,
'post_only': False,
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'trading_disabled': False,
'status': 'online',
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{'id': 'FIL-GBP',
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'display_name': 'FIL/GBP',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
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{'id': 'FIL-USD',
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'display_name': 'FIL/USD',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
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{'id': 'XTZ-EUR',
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'display_name': 'XTZ/EUR',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
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{'id': 'ALGO-GBP',
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'display_name': 'ALGO/GBP',
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{'id': 'BAT-USD',
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{'id': 'ALGO-EUR',
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{'id': 'BNT-USD',
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{'id': 'KNC-BTC',
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{'id': 'ADA-BTC',
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{'id': 'NMR-GBP',
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{'id': 'DAI-USDC',
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{'id': 'OMG-EUR',
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{'id': 'SUSHI-BTC',
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{'id': 'ETH-USD',
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{'id': 'BTC-USDT',
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{'id': 'XLM-EUR',
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{'id': 'YFI-BTC',
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{'id': 'ALGO-USD',
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{'id': 'EOS-EUR',
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{'id': 'BAT-ETH',
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{'id': 'SNX-GBP',
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{'id': 'BAT-USDC',
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{'id': 'UMA-GBP',
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{'id': 'DAI-USD',
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{'id': 'ADA-EUR',
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{'id': 'AAVE-EUR',
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{'id': 'BAT-EUR',
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{'id': 'XTZ-GBP',
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{'id': 'EOS-BTC',
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{'id': 'YFI-USD',
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{'id': 'MIR-BTC',
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{'id': 'UNI-USD',
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{'id': 'TRB-USD',
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{'id': 'ATOM-USD',
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{'id': 'NU-USD',
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'trading_disabled': False,
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{'id': 'ENJ-BTC',
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{'id': 'CRV-USD',
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'status': 'online',
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{'id': 'ADA-GBP',
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'trading_disabled': False,
'status': 'online',
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{'id': 'BAL-BTC',
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'display_name': 'BAL/BTC',
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'trading_disabled': False,
'status': 'online',
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{'id': 'SNX-EUR',
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'trading_disabled': False,
'status': 'online',
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{'id': 'UMA-BTC',
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'display_name': 'UMA/BTC',
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'trading_disabled': False,
'status': 'online',
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{'id': 'CGLD-GBP',
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'display_name': 'CGLD/GBP',
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'margin_enabled': False,
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'trading_disabled': False,
'status': 'online',
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{'id': 'ETH-USDC',
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'display_name': 'ETH/USDC',
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'margin_enabled': False,
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'trading_disabled': False,
'status': 'online',
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{'id': 'BCH-USD',
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'display_name': 'BCH/USD',
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'margin_enabled': False,
'post_only': False,
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'cancel_only': False,
'trading_disabled': False,
'status': 'online',
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{'id': 'LRC-USD',
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'display_name': 'LRC/USD',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
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{'id': 'GRT-EUR',
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'display_name': 'GRT/EUR',
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'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
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{'id': 'SKL-EUR',
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'quote_currency': 'EUR',
'base_min_size': '5',
'base_max_size': '1000000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'SKL/EUR',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'CGLD-EUR',
'base_currency': 'CGLD',
'quote_currency': 'EUR',
'base_min_size': '0.1',
'base_max_size': '34000',
'quote_increment': '0.0001',
'base_increment': '0.01',
'display_name': 'CGLD/EUR',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'AAVE-GBP',
'base_currency': 'AAVE',
'quote_currency': 'GBP',
'base_min_size': '0.01',
'base_max_size': '1200',
'quote_increment': '0.001',
'base_increment': '0.001',
'display_name': 'AAVE/GBP',
'min_market_funds': '1.0',
'max_market_funds': '82000',
'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'REP-USD',
'base_currency': 'REP',
'quote_currency': 'USD',
'base_min_size': '0.1',
'base_max_size': '5000',
'quote_increment': '0.01',
'base_increment': '0.000001',
'display_name': 'REP/USD',
'min_market_funds': '10',
'max_market_funds': '30000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'REP-BTC',
'base_currency': 'REP',
'quote_currency': 'BTC',
'base_min_size': '0.1',
'base_max_size': '5000',
'quote_increment': '0.000001',
'base_increment': '0.000001',
'display_name': 'REP/BTC',
'min_market_funds': '0.001',
'max_market_funds': '6',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BNT-BTC',
'base_currency': 'BNT',
'quote_currency': 'BTC',
'base_min_size': '1',
'base_max_size': '95000',
'quote_increment': '0.00000001',
'base_increment': '1',
'display_name': 'BNT/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '5.1',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'USDT-GBP',
'base_currency': 'USDT',
'quote_currency': 'GBP',
'base_min_size': '1',
'base_max_size': '100000',
'quote_increment': '0.0001',
'base_increment': '0.01',
'display_name': 'USDT/GBP',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MANA-EUR',
'base_currency': 'MANA',
'quote_currency': 'EUR',
'base_min_size': '0.1',
'base_max_size': '220000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': 'MANA/EUR',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ANKR-USD',
'base_currency': 'ANKR',
'quote_currency': 'USD',
'base_min_size': '10',
'base_max_size': '4000000',
'quote_increment': '0.00001',
'base_increment': '1',
'display_name': 'ANKR/USD',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'USDC-GBP',
'base_currency': 'USDC',
'quote_currency': 'GBP',
'base_min_size': '1',
'base_max_size': '250000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': 'USDC/GBP',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LOOM-USDC',
'base_currency': 'LOOM',
'quote_currency': 'USDC',
'base_min_size': '1',
'base_max_size': '2500000',
'quote_increment': '0.000001',
'base_increment': '1',
'display_name': 'LOOM/USDC',
'min_market_funds': '0.1',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ETC-GBP',
'base_currency': 'ETC',
'quote_currency': 'GBP',
'base_min_size': '0.1',
'base_max_size': '20000',
'quote_increment': '0.001',
'base_increment': '0.00000001',
'display_name': 'ETC/GBP',
'min_market_funds': '10',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': 'Our ETC order books are now in full-trading mode. Limit, market and stop orders are all now available.'},
{'id': 'SUSHI-USD',
'base_currency': 'SUSHI',
'quote_currency': 'USD',
'base_min_size': '0.1',
'base_max_size': '12500',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': 'SUSHI/USD',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'TRB-BTC',
'base_currency': 'TRB',
'quote_currency': 'BTC',
'base_min_size': '0.01',
'base_max_size': '3100',
'quote_increment': '0.0000001',
'base_increment': '0.001',
'display_name': 'TRB/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2.0',
'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'REN-USD',
'base_currency': 'REN',
'quote_currency': 'USD',
'base_min_size': '1',
'base_max_size': '460000',
'quote_increment': '0.0001',
'base_increment': '0.000001',
'display_name': 'REN/USD',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'NU-EUR',
'base_currency': 'NU',
'quote_currency': 'EUR',
'base_min_size': '10',
'base_max_size': '1300000',
'quote_increment': '0.0001',
'base_increment': '0.000001',
'display_name': 'NU/EUR',
'min_market_funds': '1.0',
'max_market_funds': '84000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ICP-BTC',
'base_currency': 'ICP',
'quote_currency': 'BTC',
'base_min_size': '0.001',
'base_max_size': '1300',
'quote_increment': '0.0000001',
'base_increment': '0.0001',
'display_name': 'ICP/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LINK-BTC',
'base_currency': 'LINK',
'quote_currency': 'BTC',
'base_min_size': '0.1',
'base_max_size': '6500',
'quote_increment': '0.00000001',
'base_increment': '0.01',
'display_name': 'LINK/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '6.0',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'DOGE-BTC',
'base_currency': 'DOGE',
'quote_currency': 'BTC',
'base_min_size': '1',
'base_max_size': '690000',
'quote_increment': '0.0000001',
'base_increment': '0.1',
'display_name': 'DOGE/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2.0',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LINK-USD',
'base_currency': 'LINK',
'quote_currency': 'USD',
'base_min_size': '0.1',
'base_max_size': '90000',
'quote_increment': '0.00001',
'base_increment': '0.01',
'display_name': 'LINK/USD',
'min_market_funds': '10',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'XLM-BTC',
'base_currency': 'XLM',
'quote_currency': 'BTC',
'base_min_size': '1',
'base_max_size': '600000',
'quote_increment': '0.00000001',
'base_increment': '1',
'display_name': 'XLM/BTC',
'min_market_funds': '0.001',
'max_market_funds': '50',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'FORTH-EUR',
'base_currency': 'FORTH',
'quote_currency': 'EUR',
'base_min_size': '0.01',
'base_max_size': '7200',
'quote_increment': '0.001',
'base_increment': '0.001',
'display_name': 'FORTH/EUR',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'NKN-BTC',
'base_currency': 'NKN',
'quote_currency': 'BTC',
'base_min_size': '1',
'base_max_size': '1400000',
'quote_increment': '0.0000001',
'base_increment': '0.1',
'display_name': 'NKN/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ZEC-USD',
'base_currency': 'ZEC',
'quote_currency': 'USD',
'base_min_size': '0.01',
'base_max_size': '1200',
'quote_increment': '0.01',
'base_increment': '0.00001',
'display_name': 'ZEC/USD',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'LINK-ETH',
'base_currency': 'LINK',
'quote_currency': 'ETH',
'base_min_size': '0.1',
'base_max_size': '90000',
'quote_increment': '0.00000001',
'base_increment': '0.01',
'display_name': 'LINK/ETH',
'min_market_funds': '0.01',
'max_market_funds': '400',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ANKR-BTC',
'base_currency': 'ANKR',
'quote_currency': 'BTC',
'base_min_size': '10',
'base_max_size': '4000000',
'quote_increment': '0.00000001',
'base_increment': '1',
'display_name': 'ANKR/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'UMA-USD',
'base_currency': 'UMA',
'quote_currency': 'USD',
'base_min_size': '0.01',
'base_max_size': '4500',
'quote_increment': '0.001',
'base_increment': '0.001',
'display_name': 'UMA/USD',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'CVC-USDC',
'base_currency': 'CVC',
'quote_currency': 'USDC',
'base_min_size': '1',
'base_max_size': '2000000',
'quote_increment': '0.000001',
'base_increment': '1',
'display_name': 'CVC/USDC',
'min_market_funds': '0.1',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': '1INCH-GBP',
'base_currency': '1INCH',
'quote_currency': 'GBP',
'base_min_size': '0.1',
'base_max_size': '59000',
'quote_increment': '0.001',
'base_increment': '0.01',
'display_name': '1INCH/GBP',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'DOGE-EUR',
'base_currency': 'DOGE',
'quote_currency': 'EUR',
'base_min_size': '1',
'base_max_size': '690000',
'quote_increment': '0.0001',
'base_increment': '0.1',
'display_name': 'DOGE/EUR',
'min_market_funds': '5.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BTC-USDC',
'base_currency': 'BTC',
'quote_currency': 'USDC',
'base_min_size': '0.0001',
'base_max_size': '280',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'BTC/USDC',
'min_market_funds': '10',
'max_market_funds': '1000000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'STORJ-USD',
'base_currency': 'STORJ',
'quote_currency': 'USD',
'base_min_size': '1',
'base_max_size': '280000',
'quote_increment': '0.0001',
'base_increment': '0.01',
'display_name': 'STORJ/USD',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MATIC-BTC',
'base_currency': 'MATIC',
'quote_currency': 'BTC',
'base_min_size': '5',
'base_max_size': '1000000',
'quote_increment': '0.00000001',
'base_increment': '0.1',
'display_name': 'MATIC/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '2.0',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'USDT-EUR',
'base_currency': 'USDT',
'quote_currency': 'EUR',
'base_min_size': '1',
'base_max_size': '100000',
'quote_increment': '0.0001',
'base_increment': '0.01',
'display_name': 'USDT/EUR',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ICP-USD',
'base_currency': 'ICP',
'quote_currency': 'USD',
'base_min_size': '0.001',
'base_max_size': '1300',
'quote_increment': '0.001',
'base_increment': '0.0001',
'display_name': 'ICP/USD',
'min_market_funds': '5',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'WBTC-BTC',
'base_currency': 'WBTC',
'quote_currency': 'BTC',
'base_min_size': '0.0001',
'base_max_size': '10',
'quote_increment': '0.0001',
'base_increment': '0.00000001',
'display_name': 'WBTC/BTC',
'min_market_funds': '0.0001',
'max_market_funds': '10',
'margin_enabled': False,
'post_only': False,
'limit_only': True,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'MKR-USD',
'base_currency': 'MKR',
'quote_currency': 'USD',
'base_min_size': '0.001',
'base_max_size': '240',
'quote_increment': '0.0001',
'base_increment': '0.000001',
'display_name': 'MKR/USD',
'min_market_funds': '1.0',
'max_market_funds': '100000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'BTC-USD',
'base_currency': 'BTC',
'quote_currency': 'USD',
'base_min_size': '0.0001',
'base_max_size': '280',
'quote_increment': '0.01',
'base_increment': '0.00000001',
'display_name': 'BTC/USD',
'min_market_funds': '5',
'max_market_funds': '1000000',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''},
{'id': 'ZRX-BTC',
'base_currency': 'ZRX',
'quote_currency': 'BTC',
'base_min_size': '1',
'base_max_size': '600000',
'quote_increment': '0.00000001',
'base_increment': '0.00001',
'display_name': 'ZRX/BTC',
'min_market_funds': '0.001',
'max_market_funds': '60',
'margin_enabled': False,
'post_only': False,
'limit_only': False,
'cancel_only': False,
'trading_disabled': False,
'status': 'online',
'status_message': ''}]
product_id = 'DOGE-USD'
request_url = base_url + 'products/{}/stats/'.format(product_id)
response = requests.get(request_url)
print(request_url)
print(response)
https://api.pro.coinbase.com/products/DOGE-USD/stats/ <Response [200]>
response.content
b'{"open":"0.3759","high":"0.3778","low":"0.3242","volume":"220596163","last":"0.3285","volume_30day":"1358285340.8"}'
response.json()
{'open': '0.3759',
'high': '0.3778',
'low': '0.3242',
'volume': '220596163',
'last': '0.3285',
'volume_30day': '1358285340.8'}

base_url = 'https://api.stlouisfed.org/fred/series/observations'
params = {
'series_id': 'CAFRES9URN',
'api_key': credentials['fred']['key'],
'file_type': 'json'
}
response = requests.get(base_url, params=params)
# to see url
# print(response.url)
print(response)
<Response [200]>
# response, dataframe, plot
response.json()
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'observation_start': '1600-01-01',
'observation_end': '9999-12-31',
'units': 'lin',
'output_type': 1,
'file_type': 'json',
'order_by': 'observation_date',
'sort_order': 'asc',
'count': 376,
'offset': 0,
'limit': 100000,
'observations': [{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '1990-01-01',
'value': '12.6'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '1990-02-01',
'value': '13.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '1990-03-01',
'value': '14.2'},
{'realtime_start': '2021-06-08',
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'value': '9.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2015-06-01',
'value': '10.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2015-07-01',
'value': '9.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2015-08-01',
'value': '9.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2015-09-01',
'value': '8.4'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2015-10-01',
'value': '9.2'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2015-11-01',
'value': '9.8'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2015-12-01',
'value': '9.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-01-01',
'value': '10.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-02-01',
'value': '10.8'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-03-01',
'value': '11.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-04-01',
'value': '9.8'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-05-01',
'value': '8.7'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-06-01',
'value': '9.2'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-07-01',
'value': '9.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-08-01',
'value': '8.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-09-01',
'value': '8.2'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-10-01',
'value': '9.0'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-11-01',
'value': '9.3'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2016-12-01',
'value': '9.7'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-01-01',
'value': '10.4'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-02-01',
'value': '10.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-03-01',
'value': '10.4'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-04-01',
'value': '9.0'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-05-01',
'value': '7.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-06-01',
'value': '8.3'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-07-01',
'value': '8.2'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-08-01',
'value': '7.7'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-09-01',
'value': '6.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-10-01',
'value': '7.3'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-11-01',
'value': '8.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2017-12-01',
'value': '8.3'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-01-01',
'value': '8.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-02-01',
'value': '9.2'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-03-01',
'value': '9.3'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-04-01',
'value': '7.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-05-01',
'value': '6.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-06-01',
'value': '7.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-07-01',
'value': '7.4'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-08-01',
'value': '6.7'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-09-01',
'value': '6.0'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-10-01',
'value': '6.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-11-01',
'value': '7.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2018-12-01',
'value': '7.8'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-01-01',
'value': '9.0'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-02-01',
'value': '8.8'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-03-01',
'value': '9.0'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-04-01',
'value': '7.6'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-05-01',
'value': '6.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-06-01',
'value': '7.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-07-01',
'value': '7.3'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-08-01',
'value': '6.6'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-09-01',
'value': '5.8'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-10-01',
'value': '6.3'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-11-01',
'value': '7.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2019-12-01',
'value': '7.4'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-01-01',
'value': '8.3'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-02-01',
'value': '8.4'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-03-01',
'value': '9.8'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-04-01',
'value': '17.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-05-01',
'value': '15.2'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-06-01',
'value': '13.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-07-01',
'value': '13.0'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-08-01',
'value': '11.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-09-01',
'value': '10.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-10-01',
'value': '9.7'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-11-01',
'value': '8.5'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2020-12-01',
'value': '10.0'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2021-01-01',
'value': '10.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2021-02-01',
'value': '10.1'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2021-03-01',
'value': '9.9'},
{'realtime_start': '2021-06-08',
'realtime_end': '2021-06-08',
'date': '2021-04-01',
'value': '9.6'}]}
# dataframe and plot
df_fred = pd.DataFrame(response.json()['observations'])
df_fred.head()
| realtime_start | realtime_end | date | value | |
|---|---|---|---|---|
| 0 | 2021-06-08 | 2021-06-08 | 1990-01-01 | 12.6 |
| 1 | 2021-06-08 | 2021-06-08 | 1990-02-01 | 13.9 |
| 2 | 2021-06-08 | 2021-06-08 | 1990-03-01 | 14.2 |
| 3 | 2021-06-08 | 2021-06-08 | 1990-04-01 | 12.2 |
| 4 | 2021-06-08 | 2021-06-08 | 1990-05-01 | 10.3 |
# time series with plotly: https://plotly.com/python/time-series/
df_fred['value'] = df_fred['value'].astype(float)
df_fred['date'] = pd.to_datetime(df_fred['date'])
fig = px.line(df_fred, x='date', y="value")
fig.show()
import os
api_key = os.environ.get('APIKEY')
fred:
key: a_key🔑
spotify:
client_id: 0x0110100001100101011011000110110001101111
client_secret: supersecret!!11!1!!1!
github:
username: 01xx_username_xx10
password: SUCH_PASSWORD
sample_credentials_file = './sample_credentials.yaml'
with open(sample_credentials_file, 'r') as f:
sample_credentials = yaml.load(f, Loader=yaml.Loader)
print(json.dumps(sample_credentials, indent=2, ensure_ascii=False))
{
"fred": {
"key": "a_key🔑"
},
"spotify": {
"client_id": 6067196491987562765932208736689419199433412881,
"client_secret": "supersecret!!11!1!!1!"
},
"github": {
"username": "01xx_username_xx10",
"password": "SUCH_PASSWORD"
}
}
api_secret = sample_credentials['spotify']['client_secret']
print(api_secret)
supersecret!!11!1!!1!

base_url = 'https://www.alphavantage.co/query'
params = {
'function': 'TIME_SERIES_INTRADAY',
'symbol': 'IBM',
'interval': '5min',
'outputsize': 'full',
'apikey': credentials['alpha_vantage']['key']
}
response = requests.get(base_url, params=params)
print(response)
<Response [200]>
response.json()
{'Meta Data': {'1. Information': 'Intraday (5min) open, high, low, close prices and volume',
'2. Symbol': 'IBM',
'3. Last Refreshed': '2021-06-08 19:05:00',
'4. Interval': '5min',
'5. Output Size': 'Full size',
'6. Time Zone': 'US/Eastern'},
'Time Series (5min)': {'2021-06-08 19:05:00': {'1. open': '149.4000',
'2. high': '149.4000',
'3. low': '149.4000',
'4. close': '149.4000',
'5. volume': '1002'},
'2021-06-08 18:15:00': {'1. open': '149.4000',
'2. high': '149.4000',
'3. low': '149.4000',
'4. close': '149.4000',
'5. volume': '296'},
'2021-06-08 17:00:00': {'1. open': '149.1200',
'2. high': '149.1200',
'3. low': '149.1000',
'4. close': '149.1000',
'5. volume': '211'},
'2021-06-08 16:55:00': {'1. open': '149.1300',
'2. high': '149.1300',
'3. low': '149.1300',
'4. close': '149.1300',
'5. volume': '224'},
'2021-06-08 16:25:00': {'1. open': '149.1100',
'2. high': '149.1100',
'3. low': '149.1100',
'4. close': '149.1100',
'5. volume': '155'},
'2021-06-08 16:15:00': {'1. open': '149.8700',
'2. high': '149.8700',
'3. low': '149.8700',
'4. close': '149.8700',
'5. volume': '201'},
'2021-06-08 16:05:00': {'1. open': '149.0700',
'2. high': '149.0700',
'3. low': '149.0700',
'4. close': '149.0700',
'5. volume': '66922'},
'2021-06-08 16:00:00': {'1. open': '149.2700',
'2. high': '149.2900',
'3. low': '149.0400',
'4. close': '149.0700',
'5. volume': '229975'},
'2021-06-08 15:55:00': {'1. open': '149.2200',
'2. high': '149.3300',
'3. low': '149.2200',
'4. close': '149.2600',
'5. volume': '123172'},
'2021-06-08 15:50:00': {'1. open': '149.2550',
'2. high': '149.3100',
'3. low': '149.2000',
'4. close': '149.2000',
'5. volume': '67727'},
'2021-06-08 15:45:00': {'1. open': '149.3000',
'2. high': '149.3100',
'3. low': '149.2100',
'4. close': '149.2500',
'5. volume': '57020'},
'2021-06-08 15:40:00': {'1. open': '149.2400',
'2. high': '149.3400',
'3. low': '149.2200',
'4. close': '149.3000',
'5. volume': '43345'},
'2021-06-08 15:35:00': {'1. open': '149.3700',
'2. high': '149.3700',
'3. low': '149.2050',
'4. close': '149.2300',
'5. volume': '42668'},
'2021-06-08 15:30:00': {'1. open': '149.2450',
'2. high': '149.3900',
'3. low': '149.2400',
'4. close': '149.3791',
'5. volume': '34422'},
'2021-06-08 15:25:00': {'1. open': '149.3150',
'2. high': '149.3500',
'3. low': '149.2200',
'4. close': '149.2450',
'5. volume': '37961'},
'2021-06-08 15:20:00': {'1. open': '149.4200',
'2. high': '149.4400',
'3. low': '149.2700',
'4. close': '149.3200',
'5. volume': '75975'},
'2021-06-08 15:15:00': {'1. open': '149.4250',
'2. high': '149.4600',
'3. low': '149.4000',
'4. close': '149.4200',
'5. volume': '35977'},
'2021-06-08 15:10:00': {'1. open': '149.4200',
'2. high': '149.4500',
'3. low': '149.4100',
'4. close': '149.4250',
'5. volume': '38056'},
'2021-06-08 15:05:00': {'1. open': '149.4400',
'2. high': '149.4600',
'3. low': '149.4100',
'4. close': '149.4300',
'5. volume': '33095'},
'2021-06-08 15:00:00': {'1. open': '149.4400',
'2. high': '149.4700',
'3. low': '149.4300',
'4. close': '149.4350',
'5. volume': '25513'},
'2021-06-08 14:55:00': {'1. open': '149.5000',
'2. high': '149.5000',
'3. low': '149.4100',
'4. close': '149.4400',
'5. volume': '33233'},
'2021-06-08 14:50:00': {'1. open': '149.4100',
'2. high': '149.4894',
'3. low': '149.4000',
'4. close': '149.4894',
'5. volume': '20527'},
'2021-06-08 14:45:00': {'1. open': '149.4750',
'2. high': '149.5400',
'3. low': '149.4200',
'4. close': '149.4300',
'5. volume': '36507'},
'2021-06-08 14:40:00': {'1. open': '149.4500',
'2. high': '149.5000',
'3. low': '149.3700',
'4. close': '149.4797',
'5. volume': '39707'},
'2021-06-08 14:35:00': {'1. open': '149.6500',
'2. high': '149.6600',
'3. low': '149.4500',
'4. close': '149.4600',
'5. volume': '46734'},
'2021-06-08 14:30:00': {'1. open': '149.6082',
'2. high': '149.6750',
'3. low': '149.6000',
'4. close': '149.6500',
'5. volume': '29973'},
'2021-06-08 14:25:00': {'1. open': '149.6100',
'2. high': '149.6600',
'3. low': '149.5730',
'4. close': '149.6100',
'5. volume': '33341'},
'2021-06-08 14:20:00': {'1. open': '149.8322',
'2. high': '149.8322',
'3. low': '149.5600',
'4. close': '149.6000',
'5. volume': '38496'},
'2021-06-08 14:15:00': {'1. open': '149.8850',
'2. high': '149.9100',
'3. low': '149.8300',
'4. close': '149.8399',
'5. volume': '69910'},
'2021-06-08 14:10:00': {'1. open': '149.9250',
'2. high': '149.9700',
'3. low': '149.8250',
'4. close': '149.8900',
'5. volume': '61906'},
'2021-06-08 14:05:00': {'1. open': '149.9000',
'2. high': '150.0000',
'3. low': '149.8600',
'4. close': '149.9250',
'5. volume': '74887'},
'2021-06-08 14:00:00': {'1. open': '149.9264',
'2. high': '149.9264',
'3. low': '149.8600',
'4. close': '149.8950',
'5. volume': '29550'},
'2021-06-08 13:55:00': {'1. open': '150.0300',
'2. high': '150.0450',
'3. low': '149.8400',
'4. close': '149.9100',
'5. volume': '100740'},
'2021-06-08 13:50:00': {'1. open': '150.0790',
'2. high': '150.0900',
'3. low': '149.9800',
'4. close': '150.0270',
'5. volume': '40902'},
'2021-06-08 13:45:00': {'1. open': '150.0500',
'2. high': '150.1400',
'3. low': '150.0000',
'4. close': '150.0700',
'5. volume': '58145'},
'2021-06-08 13:40:00': {'1. open': '149.8300',
'2. high': '150.0700',
'3. low': '149.8300',
'4. close': '150.0600',
'5. volume': '65969'},
'2021-06-08 13:35:00': {'1. open': '149.8100',
'2. high': '149.9100',
'3. low': '149.8000',
'4. close': '149.8330',
'5. volume': '36464'},
'2021-06-08 13:30:00': {'1. open': '149.7100',
'2. high': '149.8550',
'3. low': '149.7000',
'4. close': '149.8100',
'5. volume': '38777'},
'2021-06-08 13:25:00': {'1. open': '149.7000',
'2. high': '149.7400',
'3. low': '149.6700',
'4. close': '149.7080',
'5. volume': '29936'},
'2021-06-08 13:20:00': {'1. open': '149.7250',
'2. high': '149.8367',
'3. low': '149.6800',
'4. close': '149.6950',
'5. volume': '40845'},
'2021-06-08 13:15:00': {'1. open': '149.8500',
'2. high': '149.8600',
'3. low': '149.7200',
'4. close': '149.7300',
'5. volume': '47112'},
'2021-06-08 13:10:00': {'1. open': '149.7700',
'2. high': '149.9200',
'3. low': '149.7700',
'4. close': '149.8600',
'5. volume': '51516'},
'2021-06-08 13:05:00': {'1. open': '149.6000',
'2. high': '149.7700',
'3. low': '149.5850',
'4. close': '149.7700',
'5. volume': '100990'},
'2021-06-08 13:00:00': {'1. open': '149.4399',
'2. high': '149.6400',
'3. low': '149.4050',
'4. close': '149.6210',
'5. volume': '205003'},
'2021-06-08 12:55:00': {'1. open': '149.3900',
'2. high': '149.4700',
'3. low': '149.3900',
'4. close': '149.4300',
'5. volume': '21023'},
'2021-06-08 12:50:00': {'1. open': '149.4600',
'2. high': '149.4600',
'3. low': '149.3650',
'4. close': '149.4000',
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'2. high': '144.9100',
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'4. close': '144.7850',
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'3. low': '145.1050',
'4. close': '145.1500',
'5. volume': '20598'},
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'2. high': '145.1700',
'3. low': '145.0200',
'4. close': '145.1400',
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'2. high': '145.1350',
'3. low': '145.0300',
'4. close': '145.0300',
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'3. low': '145.1050',
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'5. volume': '18846'},
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'3. low': '145.0250',
'4. close': '145.1100',
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'4. close': '145.0400',
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'2. high': '145.0600',
'3. low': '144.9600',
'4. close': '145.0600',
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'4. close': '144.9500',
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'4. close': '144.8900',
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'3. low': '144.6500',
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'2021-05-24 13:10:00': {'1. open': '144.8700',
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'3. low': '144.7800',
'4. close': '144.7800',
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'2021-05-24 10:50:00': {'1. open': '144.8800',
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'2021-05-24 09:20:00': {'1. open': '145.3400',
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'2021-05-24 09:00:00': {'1. open': '145.1500',
'2. high': '145.1500',
'3. low': '145.1500',
'4. close': '145.1500',
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'2021-05-24 08:55:00': {'1. open': '145.1700',
'2. high': '145.3000',
'3. low': '145.1000',
'4. close': '145.1000',
'5. volume': '2627'},
'2021-05-24 08:35:00': {'1. open': '145.0100',
'2. high': '145.2000',
'3. low': '145.0100',
'4. close': '145.2000',
'5. volume': '804'},
...}}
df_alpha = pd.DataFrame.from_dict(response.json()['Time Series (5min)'], orient='index')
df_alpha['4. close'] = df_alpha['4. close'].astype(float)
df_alpha.index = pd.to_datetime(df_alpha.index)
df_alpha = df_alpha.reset_index()
fig = px.line(df_alpha, x='index', y="4. close")
fig.show()
https://www.alphavantage.co/documentation/#intraday-extended
slices = []
for i in range(2):
for j in range(12):
slices.append('year{}month{}'.format(i+1, j+1))
print('{}'.format(slices[0:6]))
base_url = 'https://www.alphavantage.co/query'
max_requests_per_min = 5
sleep_time = 60
df_alpha_ext = pd.DataFrame()
for i, _slice in enumerate(slices[0:6]):
params = {
'function': 'TIME_SERIES_INTRADAY_EXTENDED',
'symbol': 'IBM',
'interval': '1min',
'slice': _slice,
'apikey': credentials['alpha_vantage']['key'],
}
response = requests.get(base_url, params=params)
_df = pd.read_csv(io.StringIO(response.text))
df_alpha_ext = df_alpha_ext.append(_df)
if (i+1) % max_requests_per_min == 0:
print('reached {} requests, sleeping for {} seconds'.format(i+1,
sleep_time))
time.sleep(sleep_time)
print('finished')
['year1month1', 'year1month2', 'year1month3', 'year1month4', 'year1month5', 'year1month6'] reached 5 requests, sleeping for 60 seconds finished
print(df_alpha_ext.shape)
df_alpha_ext['time'] = pd.to_datetime(df_alpha_ext['time'])
fig = px.line(df_alpha_ext, x='time', y="close")
fig.show()
(53393, 6)

# code source: https://stmorse.github.io/journal/spotify-api.html
AUTH_URL = 'https://accounts.spotify.com/api/token'
# POST
auth_response = requests.post(AUTH_URL, {
'grant_type': 'client_credentials',
'client_id': credentials['spotify']['client_id'],
'client_secret': credentials['spotify']['client_secret'],
})
print(auth_response)
# convert the response to JSON
auth_response_data = auth_response.json()
# save the access token
access_token = auth_response_data['access_token']
<Response [200]>
headers = {
'Authorization': 'Bearer {token}'.format(token=access_token)
}
# base URL of all Spotify API endpoints
BASE_URL = 'https://api.spotify.com/v1/'
# Track ID from the URI
track_id = '0VjIjW4GlUZAMYd2vXMi3b'
# actual GET request with proper header
response = requests.get(BASE_URL + 'audio-features/' + track_id, headers=headers)
response.json()
{'danceability': 0.514,
'energy': 0.73,
'key': 1,
'loudness': -5.934,
'mode': 1,
'speechiness': 0.0598,
'acousticness': 0.00146,
'instrumentalness': 9.54e-05,
'liveness': 0.0897,
'valence': 0.334,
'tempo': 171.005,
'type': 'audio_features',
'id': '0VjIjW4GlUZAMYd2vXMi3b',
'uri': 'spotify:track:0VjIjW4GlUZAMYd2vXMi3b',
'track_href': 'https://api.spotify.com/v1/tracks/0VjIjW4GlUZAMYd2vXMi3b',
'analysis_url': 'https://api.spotify.com/v1/audio-analysis/0VjIjW4GlUZAMYd2vXMi3b',
'duration_ms': 200040,
'time_signature': 4}
import spotipy
from spotipy.oauth2 import SpotifyClientCredentials
sp = spotipy.Spotify(
auth_manager=SpotifyClientCredentials(
client_id=credentials['spotify']['client_id'],
client_secret=credentials['spotify']['client_secret']))
sp.trace = False
track_ids = ['0VjIjW4GlUZAMYd2vXMi3b']
start = time.time()
features = sp.audio_features(track_ids)
delta = time.time() - start
for feature in features:
print(json.dumps(feature, indent=4))
# print()
# analysis = sp._get(feature['analysis_url'])
# print(json.dumps(analysis, indent=4))
# print()
print("features retrieved in %.2f seconds" % (delta,))
{
"danceability": 0.514,
"energy": 0.73,
"key": 1,
"loudness": -5.934,
"mode": 1,
"speechiness": 0.0598,
"acousticness": 0.00146,
"instrumentalness": 9.54e-05,
"liveness": 0.0897,
"valence": 0.334,
"tempo": 171.005,
"type": "audio_features",
"id": "0VjIjW4GlUZAMYd2vXMi3b",
"uri": "spotify:track:0VjIjW4GlUZAMYd2vXMi3b",
"track_href": "https://api.spotify.com/v1/tracks/0VjIjW4GlUZAMYd2vXMi3b",
"analysis_url": "https://api.spotify.com/v1/audio-analysis/0VjIjW4GlUZAMYd2vXMi3b",
"duration_ms": 200040,
"time_signature": 4
}
features retrieved in 0.13 seconds
# code inspiration: http://benalexkeen.com/interacting-with-the-twitter-api-using-python/
# based on twitter api v1.1 (v2 is in early access)
consumer_key = credentials['twitter']['consumer_key']
consumer_key_secret = credentials['twitter']['consumer_key_secret']
access_token = credentials['twitter']['access_token']
access_token_secret = credentials['twitter']['access_token_secret']
key_secret = '{}:{}'.format(consumer_key, consumer_key_secret).encode('ascii')
b64_encoded_key = base64.b64encode(key_secret)
b64_encoded_key = b64_encoded_key.decode('ascii')
base_url = 'https://api.twitter.com/'
auth_url = '{}oauth2/token'.format(base_url)
auth_headers = {
'Authorization': 'Basic {}'.format(b64_encoded_key),
'Content-Type': 'application/x-www-form-urlencoded;charset=UTF-8'
}
auth_data = {
'grant_type': 'client_credentials'
}
auth_resp = requests.post(auth_url, headers=auth_headers, data=auth_data)
print(auth_resp.status_code)
200
access_token = auth_resp.json()['access_token']
headers = {
'Authorization': 'Bearer {}'.format(access_token)
}
params = {
'count': 200,
'screen_name': 'TensorFlow' # id = 254107028
}
search_url = '{}1.1/statuses/user_timeline.json'.format(base_url)
search_resp = requests.get(search_url, headers = headers, params = params)
tweet_data = search_resp.json()
tweet_data[0]
{'created_at': 'Tue Jun 08 22:00:01 +0000 2021',
'id': 1402384949991313414,
'id_str': '1402384949991313414',
'text': '💃 Strike a pose with #MoveNet!\n \n The next-generation human pose model is now available as #TFLite versions on… https://t.co/d0pb1tHqvl',
'truncated': True,
'entities': {'hashtags': [{'text': 'MoveNet', 'indices': [21, 29]},
{'text': 'TFLite', 'indices': [91, 98]}],
'symbols': [],
'user_mentions': [],
'urls': [{'url': 'https://t.co/d0pb1tHqvl',
'expanded_url': 'https://twitter.com/i/web/status/1402384949991313414',
'display_url': 'twitter.com/i/web/status/1…',
'indices': [112, 135]}]},
'source': '<a href="https://www.sprinklr.com" rel="nofollow">Sprinklr</a>',
'in_reply_to_status_id': None,
'in_reply_to_status_id_str': None,
'in_reply_to_user_id': None,
'in_reply_to_user_id_str': None,
'in_reply_to_screen_name': None,
'user': {'id': 254107028,
'id_str': '254107028',
'name': 'TensorFlow',
'screen_name': 'TensorFlow',
'location': 'Mountain View, CA',
'description': 'TensorFlow is a fast, flexible, and scalable open-source machine learning library for research and production.',
'url': 'https://t.co/gxgTGHp5yO',
'entities': {'url': {'urls': [{'url': 'https://t.co/gxgTGHp5yO',
'expanded_url': 'http://tensorflow.org',
'display_url': 'tensorflow.org',
'indices': [0, 23]}]},
'description': {'urls': []}},
'protected': False,
'followers_count': 284254,
'friends_count': 104,
'listed_count': 3255,
'created_at': 'Fri Feb 18 16:21:31 +0000 2011',
'favourites_count': 249,
'utc_offset': None,
'time_zone': None,
'geo_enabled': True,
'verified': True,
'statuses_count': 1558,
'lang': None,
'contributors_enabled': False,
'is_translator': False,
'is_translation_enabled': False,
'profile_background_color': '000000',
'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png',
'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png',
'profile_background_tile': False,
'profile_image_url': 'http://pbs.twimg.com/profile_images/1103339571977248768/FtFnqC38_normal.png',
'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1103339571977248768/FtFnqC38_normal.png',
'profile_banner_url': 'https://pbs.twimg.com/profile_banners/254107028/1619468924',
'profile_link_color': 'FAB81E',
'profile_sidebar_border_color': '000000',
'profile_sidebar_fill_color': '000000',
'profile_text_color': '000000',
'profile_use_background_image': False,
'has_extended_profile': False,
'default_profile': False,
'default_profile_image': False,
'following': None,
'follow_request_sent': None,
'notifications': None,
'translator_type': 'none',
'withheld_in_countries': []},
'geo': None,
'coordinates': None,
'place': None,
'contributors': None,
'is_quote_status': False,
'retweet_count': 37,
'favorite_count': 196,
'favorited': False,
'retweeted': False,
'possibly_sensitive': False,
'lang': 'en'}
# code inspiration: https://alpscode.com/blog/how-to-use-reddit-api/
base_url = 'https://www.reddit.com/'
data = {
'grant_type': 'password',
'username': credentials['reddit']['username'],
'password': credentials['reddit']['password']}
auth = requests.auth.HTTPBasicAuth(
credentials['reddit']['app_id'],
credentials['reddit']['app_secret'])
header = {'user-agent': credentials['reddit']['user_agent']}
r = requests.post(base_url + 'api/v1/access_token',
data = data,
headers = header,
auth = auth)
print(r)
d = r.json()
<Response [200]>
token = 'bearer ' + d['access_token']
base_url = 'https://oauth.reddit.com'
headers = {'Authorization': token, 'User-Agent': header['user-agent']}
# https://www.reddit.com/dev/api#GET_hot
subreddit = '/r/memes' #[/r/subreddit]/hot
params = {'limit': 25, 'g': 'US'}
response = requests.get(base_url + subreddit + '/hot', headers = headers, params = params)
idx = 0
kind = response.json()['data']['children'][idx]['kind']
_id = response.json()['data']['children'][idx]['data']['id']
data = response.json()['data']['children'][idx]['data']
print(data['thumbnail'])
print('https://www.reddit.com' + data['permalink'])
print(data['title'])
# data
https://b.thumbs.redditmedia.com/XBN6AREc6JBZ9kGT6satSkJaeyt7EYiTsy4VqTjRQbs.jpg https://www.reddit.com/r/memes/comments/nghvge/be_original_original_wednesday_frog_memes_are_not/ Be Original. Original Wednesday frog memes are not banned, The two exact copies of these are just reposts. Reposts have always been against the rules. Edits of these are allowed.
subreddit = '/r/memes' #[/r/subreddit]/hot
url_add = '/comments/{}'.format(_id)
c_response = requests.get(base_url + subreddit + url_add, headers = headers, params = params)
print(c_response.url)
https://oauth.reddit.com/r/memes/comments/nghvge?limit=25&g=US
print(c_response.json()[1]['data']['children'][0]['data']['body'])
As if the entire sub isn't reposts
import praw
reddit = praw.Reddit(
user_agent=credentials['reddit']['user_agent'],
client_id=credentials['reddit']['app_id'],
client_secret=credentials['reddit']['app_secret'],
username=credentials['reddit']['username'],
password=credentials['reddit']['password'],
)
submission_url = 'https://www.reddit.com' + data['permalink']
submission = reddit.submission(url=submission_url)
for top_level_comment in submission.comments:
print(top_level_comment.body)
As if the entire sub isn't reposts “Reposts have never been allowed” I don’t wanna say that’s wrong, but given what I see in hot every day, it’s hard to believe this is true. Original? On r/memes ? This is the most unoriginal subreddit lmaooo 'reposts are against the rules' (doubtful) "Sure." Y'all don't even care about reposts Rejoice! For Wednesday frog memes are not banned! We've come to the point where we need to go on reddit to see a frog so it can tell us what day of the week it is Well us people need to know that it is Wednesday Oh good, you guys scared me But how do I know when Wednesday Wednesday has returned! Time to rejoice in its glory my dudes! My Birthday was on a Wednesday, so i gave him a Birthday hat and a cake :D "reposts have always been against the rules" Us idiots need a way to tell the day Has wednesday already passed? Reposts are against the rules? Why do I keep seeing the same stuff over and over FUCK YOU. THE FROG FINDS A WAY. #THE FROG FINDS A WAY!!!! What about Terry? Bout fucking time someone needs to draw frogs every wednesday is anyone aware of what day it is? It is original my dudes 1984 A blessing from the lord! Thanks It is Wednesday my friends 🪓🇫🇷🇺🇸🪓🇫🇷🇺🇸🪓🇫🇷🇺🇸🪓 So basically, fuck the concept of memes entirely. Thanks so much for clarifying I thought I would miss this meme 2 months later They had us in the First have not gonna lie Thanks guys! So its allowed to make a themed version of "its Wednesday my dudes"? Rebellion Can i make memes featuring wednesday frog, but diffrent? Thank you for clearing the misunderstood of banning it What if I photoshop on a top hat for the right-hand side frog. Reject modernity, embrace tradition Rejoice, my amphibious friends! surely we cant mistake wednesday Return of the King Well thank GOD. Now I can tell my dudes it's Wednesday No Terry the Shark memes and Wednesday memes. Then what memes do we even have left You deleted my original frog meme where I posted it on Thursday and made the frog internet explorer Bruh, it’s tradition. It’s like saying sacrificing a child to the blood god every week is unoriginal, and thus we should sacrifice something else. That’s not how tradition rolls my dude Idt reposts are an issue so long as they credit the OC and are posted a significant time after the original post was posted. Many people wont have seen the post and then there are posts which were good and died in new. But it’s Saturday, and also my birthday [New Frog template](https://1.bp.blogspot.com/-lLClx1UPNWM/XkaAQMuMoBI/AAAAAAAAFmU/HhWVeFj-820S56uJCrq8FgNX5017AJjigCLcBGAsYHQ/s1600/20200214_203447.jpg) Whats original? Bip bop new account karma bot 🤖 Yes,dont steal bichess 2020 reddit is just a circle jerk of 2016 reddit You might wanna do something against the many reposters on the subreddit, if that's the case Funny of you to add that on a Wednesday But it is tradition that the frog comes on Wednesday. Why would anyone report it as a repost? We all know it's a repost, but the frog is like the Santa that comes every Wednesday. Today is Wednesday my dudes Wednesday is not banned we just need original ones **PLEASE MAKE THIS THE MOST DOWNVOTED COMMENT** Just, who cares. It’s Wednesday, respect that. I don’t like this 1984 (I'm not even joking) Fuck whoever made this rule. reposters be like : I get you next time Gadget frog Why is most of the posts on this subreddit reposts This place is of reposts ITS SUNDAY MY COMRADES We lost Wednesday Its chewsday innit? Booooo Kkkkkkkkkkk mds NOOO PHROG! LET'S GO IT'S WEDNESDAY TOMORROW Froogs As we near the next Wednesday, I politely ask everybody reading this to adhere to the above. Repost always against the rules yet every other day of the week its nothing but repost and like 2 original post 🐸 ribbit 🐸 Am I still banned Farewell Bu- but it is Wednesday As if you guys do shit about reposters When the subreddit reposts about reposts visit this: r/POGGERSgaming pls Me who used Google Drawings to make reposts of this meme a while ago Damn Lol yes Ødd The frog copied my style. haha *sigh* I saw this on a Friday :( And this will stay here till it gets like 100k upvotes Hahahahahah Lol It's awesome Jimmy is officially a frog cake day you know the rules guys :D Toaday is Wednesday so who's up to give me some karma. Og is my middle name Camels will always be the original Wednesday informer r/wednesday Es ist brotwoch meine kerle Hahaha loolo We need to go back to it’s Wednesday my dudes aaaaaaaaaah from vine Damn You motherfu- Nazheee xd But it's the law..... Wednesday is Wednesday But if you posted it, does that make this post illegal?!? How do I get comment karma Cringe K Stfu That wasn’t very Wednesday of you, my dudes. Peee Good meme my dude You can't be original with a meme it literally changes every day bruv fuck off assholes LOL! Did you know that frogs wouldn’t exist if the earth was a globe, did you know that if a frog would jump, it wouldn’t make it to the floor as quickly! Open your eyes, we are being lied to!!!! ❌🚫🚫🌍🌍🌍 The radio at the scp foundation : “Wednesday is pi-“ Everyone else at the foundation: I am speed It's dude my Wednesday! Lol Being Original is great but copying other is ga. This is an old meme that takes me back to vine Ok? POV: it isn't wednesday Wednesday has been restored, my dudes can someone atleast pin this meme every wednesday and ban anyone else that reposts it? Well that sucks. Finally A term that both sides agree YEES its not banned! LETS GOOOOO ooh REJOICE FOR THE REPOSTS ARE BANNNED Lobo, from here on you will step on a lego barefoot once a day. This is your punishment for banning frogs But these are tradition Remember when you said last time that you are listening to people and immidiately locked comments? Also, you finally did one thing right, and you retracted it immidiately. Sad. Fuck you Honestly I fucking hate these memes. They are just filler images that are only used to milk karma. If you want to know the day, get a fucking calendar. I think it tells you something about the type of people that were posting these when their memes kept getting removed and they never figured out that original memes weren’t getting removed. 99.98% of frog memers are just reposters. This is stupid why get rid of the repost everyone likes instead of getting rid of the bad ones It’s Wednesday my dudes 😂😂 I love the fact oginal posts have a mascot now 🐸🐸 yesss!!! Can you do something about all the reaction memes too then? How about terry? Hush, wensday memes shall never die I don't need to be told it's Wednesday by a random frog So I ignore those posts. It's not complicated. NOOOOOOOO, MY BIRTHDAY IS ON WEDNESDAY, I CAN NO LONGER MAKE A WEDNESDAY MEME WITH MY BIRTHDAY FUUUUU [deleted] WHYYYYYYYYY Ha it’s thursday now One question, can I send memes about 2022 or 2021 like disasters or something like that has happened in 2020 or 2021... Because I'm new to this group dude i think i got something cool to post but ofc the bot blocked me it is Wednesday my dudes Does this count then as a Repost Sir? Bet you feel big and strong huh you little piss baby Suck my fuck It's pretty public here. As long you can see Reddit being more stricter and stricter , you know it is China hands to censors our daily memes, and if those meme that literally cringe in heart even though it is new you know the contents have naturally connected with those cringe tik tok things. So it's just warn, I did not put all of you to believe it. And I always keep opposing those china censorship because I don't want to live to be a cringe. F u NNNOO I WAS JUST GONNA POST ONE 😡 They're pretty funny, though. I just wanted to tell my dudes that it’s Wednesday :( So I can put the text of the meme on the left to the meme on the right and visa versa? HOW AM I FUCKING SUPPOSED TO KNOW WHEN IT IS WEDNESDAY E “Reports are not allowed” man shut your ass up y’all never remove anything bc it’s a repost, there have been AT LEAST 7 memes that I have seen today that are reposts, so farewell r/memes, I might be back one y’all get your act together What is the original then poor gay admins had to edith the post that was pinned first to reduce the disagreement comments. dont fuck with memers. admin or biden. bro stfu Yeah that got old like 2 months ago. I dont like you anymore Is the one on the left allowed though? I thought it was the original picture. dammit why did they block the wensday frogs Serious I couldn't even post one because I don't have enough karma. 🥺🥺 The people who run this sub are fucking tiktok users !spin I Know right Oof Ahhhh Reposts not being allowed is not enforced at all Good this was not funny frogge: *cries in pain* wait, isn't it supposed to be "REEEEEEEEEEEEEE"? There is probably a subreddit all about the frog. Go there if some of you guys really need to blow some steam and repost it. Yes You know what else is against the rules? Meta posts. Guys soon is shreks voice actors birthday (3 days) I'm commenting so I can post something. Is it a double repost if I just combine two reposts side by side? How about if I pin it? H i need 10 comment karma to make a post somewhere, can i please get an upvote? I need to have 10 karma to post in r/clashroyale https://youtu.be/j9IbN-49tRU hi im peter 😂 <——— yes this is an emoji, cry about it if i repost my own meme will i get banned? Haha Return of the king. Dababy bzjirurbedudisbsbdbdidjdnayaakalsn Lol Still a banger Mr. Frog how are you? Hahaha HAHAHAHHAHAJAHAHHHAHAHAHAH Oh no Me trying to join the club no matter what !!! Ha 😂😂😂 You deadass Here’s me trying to post just one meme - inactive users if I add a dot would that count? “Reposts have always been against the rules” X Doubt For real though that is literally all I see in hot. Also I tried posting an original meme on this subreddit and it was removed for being a repost. Wtf Phrog Boooo!!! Finally..... Ugghh Lol🤣👌 Ok now twerk ME TOTES "Reposts are never allowed" hard to post original memes when any meme is considered offensive... 🤣🤣 But the one on the left should be allowed to be reposted only so many times you can change font lol So no recycling dang Can someone make Theodore in season 3 episode 47 when he falls down the stairs and put dead munk then put married life from up I agree R Reposts are annoying without edits My data as thought the frog on the right was Turkish white bread :( Everyone always ask when it’s Wednesday never how is Wednesday damn, Wednesday came so early this time. Why is there little enforcement of rule 1, no reaction memes? 80% of the hot feed is reaction memes. Go to r/wensdaymemes where wensday memes are is there a min karma required? i cant find somewhere that says there Is but i thought there was. Thanks for the clarity <3 Dude... You know they arnt going to listen Would clap them frog checks doe 🤣 🤔🤔🤔🤔🤔💀💀🤔🤔🤔🤔🤔🤔🤔🤔🤔🤔🤔🤔🤔🤔🤔🤔🤔☺️🤣🙃✨✨🤢🤢🤢🤢🤢🤢🤢🤢🤢🤢 😂😂 Yikes Atleast we can use Terry the fat shark Well im pleased to hear that Nice to know that. 🤣😂 But it’s Wednesday, my dudes. does anyone remember the meme of the guy who points from right to left and say "whew" and there is something flying? i need help finding it! A while ago I put up a tadpole on Tuesday and get this... I said it’s Tuesday. it is, acceptable because fuck humanity return to frog the entire sub IS reposts wymmmm 😂😂😂 Godamnit this was the only type of repost I like Boooooooooooo yeah, so when I try and post an original meme, it gets taken down in the blink of an eye. wth man? It's getting so repetitive , like among us AMOGUS It's not Wednesday my dudes How do you post in this subreddit? *Laughs in tactical toad* booooo Tomorrow is Wednesday my dudes we will rise up and make more Wednesday frogs YES Are crossposts allowed? u/repostsleuthbot How long has this been here GIVE US WEDNESDAY OR GIVE US DEATH Froge Today is wednesday Today is Tuesday my dudes Nah i won't this is some class Beans are lethal to my ass. Can someone tell me what kind of frog that is on the right? What if i use my pet 🐸 Me too brother 🤭🤭🤭🤭 Be original Aye the meme on the left side is from one of my childhood books or a similar art style idk :O Naruto is cringe. Bye!!! Have a niceday !!! Stop downing posts for low karma then lol Guys we never repost we swear... -reposters The frog on the right is the og! Sicko mode Jo The Next Sonim Technologies Daniela xd Well no it’s Thursday noo not frog What’s up with Wednesday and frogs 😂 Is it just me or could this meme have been converted to a Winnie The Pooh meme format? there is a special place in hell for people who post stolen memes as their own content getting enough Karma to post is hard 😂 Ayyyy Dudes This is the way
--------------------------------------------------------------------------- AttributeError Traceback (most recent call last) <ipython-input-16-fab1cec62d36> in <module> 1 for top_level_comment in submission.comments: ----> 2 print(top_level_comment.body) AttributeError: 'MoreComments' object has no attribute 'body'
# https://towardsdatascience.com/connecting-to-a-graphql-api-using-python-246dda927840
query = """
query {
launchNext {
launch_site {
site_name
site_name_long
}
mission_name
rocket {
rocket_name
rocket_type
}
launch_date_local
launch_date_utc
details
}
}
"""
base_url = 'https://api.spacex.land/graphql/'
response = requests.post(base_url, json={'query': query})
print(response)
<Response [200]>
response.json()
{'data': {'launchNext': {'launch_site': {'site_name': 'KSC LC 39A',
'site_name_long': 'Kennedy Space Center Historic Launch Complex 39A'},
'mission_name': 'CRS-21',
'rocket': {'rocket_name': 'Falcon 9', 'rocket_type': 'FT'},
'launch_date_local': '2020-12-06T11:17:00-05:00',
'launch_date_utc': '2020-12-06T16:17:00.000Z',
'details': "SpaceX's 21st ISS resupply mission on behalf of NASA and the first under the CRS-2 contract, this mission brings essential supplies to the International Space Station using the cargo variant of SpaceX's Dragon 2 spacecraft. The external payload for this mission is the Nanoracks Bishop Airlock. Falcon 9 and Dragon launch from LC-39A, Kennedy Space Center and the booster is expected to land on an ASDS. The mission will be complete with return and recovery of the Dragon capsule and down cargo."}}}